Department of Computer Science

Computing education research and educational technology

Computer science, psychology, and education.
Education technology used in class room, symbolic illustration by Matti Ahlgren

Computing education research (CER) contributes scientific knowledge about the learning and teaching of computer programming and other areas of computing education; develops software tools, pedagogies, and theoretical models to help computing students and teachers; and evaluates such tools, pedagogies, and models empirically.

CER is an interdisciplinary field at the cross-section of computer science, psychology, and education.

We develop and apply educational technology, learning analytics and educational data mining to improve computing education as well as other fields of education.

Research topics: Computing education research, learning analytics, educational technology.

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Latest publications

Empirical Evaluation of a Differentiated Assessment of Data Structures: The Role of Prerequisite Skills

Marjahan Begum, Pontus Haglund, Ari Korhonen, Violetta Lonati, Mattia Monga, Filip Strömbäck, Artturi Tilanterä 2024 Informatics in Education

Computing Education in the Era of Generative AI

Paul Denny, James Prather, Brett A. Becker, James Finnie-Ansley, Arto Hellas, Juho Leinonen, Andrew Luxton-Reilly, Brent N. Reeves, Eddie Antonio Santos, Sami Sarsa 2024 Communications of the ACM

Decades of Striving for Pedagogical and Technological Alignment

Lassi Haaranen, Lukas Ahrenberg, Arto Hellas 2024 Proceedings of 23rd International Conference on Computing Education Research, Koli Calling 2023

Decoding Logic Errors

Stephen MacNeil, Paul Denny, Andrew Tran, Juho Leinonen, Seth Bernstein, Arto Hellas, Sami Sarsa, Joanne Kim 2024 ACE 2024 - Proceedings of the 26th Australasian Computing Education Conference, Held in conjunction with

Domain-Specific Theories of Teaching Computing: Do they Inform Practice?

Lauri Malmi, Judy Sheard, Jane Sinclair, Päivi Kinnunen 2024 Koli Calling '23: Proceedings of the 23rd Koli Calling International Conference on Computing Education Research

Understanding Pathways to Computing Education Research (CER)

Kate Sanders, Arto Hellas, Lauri Malmi 2024

Exploring the Past, Present and Future of Computing Education Research: An Introduction

Mikko Apiola, Sonsoles López-Pernas, Mohammed Saqr, Lauri Malmi, Mats Daniels 2023 Past, Present and Future of Computing Education Research : A Global Perspective

Teaching Programming with Graphics: Pitfalls and a Solution

Luca Chiodini, Juha Sorva, Matthias Hauswirth 2023 Proceedings of the 2023 ACM SIGPLAN International Symposium on SPLASH-E

Arguments for and Approaches to Computing Education in Undergraduate Computer Science Programmes

Quintin Cutts, Maria Kallia, Ruth Anderson, Tom Crick, Marie Devlin, Mohammed Farghally, Claudio Mirolo, Ragnhild Kobro Runde, Otto Seppälä, Jaime Urquiza-Fuentes, Jan Vahrenhold 2023 ITiCSE-WGR 2023 - Proceedings of the 2023 Working Group Reports on Innovation and Technology in Computer Science Education

Considering Computing Education in Undergraduate Computer Science Programmes

Quintin Cutts, Maria Kallia, Ruth Anderson, Tom Crick, Marie Devlin, Mohammed Farghally, Claudio Mirolo, Ragnhild Kobro Runde, Otto Seppälä, Jaime Urquiza-Fuentes, Jan Vahrenhold 2023 ITiCSE 2023 - Proceedings of the 2023 Conference on Innovation and Technology in Computer Science Education
More information on our research in the Aalto research portal.
Research portal
PML research gropu at department of computer science, photo Matti Ahlgren

Research in Computer Science

Research in the Department of Computer Science

Department of Computer Science
Artistic depiction of a bright light in space / made by Ray Scipak

School of Science

Science for tomorrow’s technology, innovations and businesses

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